Antoine Marot
Antoine Marot
Lead AI Scientific at RTE
Verified email at rte-france.com - Homepage
Title
Cited by
Cited by
Year
Introducing machine learning for power system operation support
B Donnot, I Guyon, M Schoenauer, P Panciatici, A Marot
arXiv preprint arXiv:1709.09527, 2017
332017
Fast power system security analysis with guided dropout
B Donnot, I Guyon, M Schoenauer, A Marot, P Panciatici
arXiv preprint arXiv:1801.09870, 2018
152018
Graph neural solver for power systems
B Donon, B Donnot, I Guyon, A Marot
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
142019
Anticipating contingengies in power grids using fast neural net screening
B Donnot, I Guyon, M Schoenauer, A Marot, P Panciatici
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
132018
Learning to run a power network challenge for training topology controllers
A Marot, B Donnot, C Romero, B Donon, M Lerousseau, L Veyrin-Forrer, ...
Electric Power Systems Research 189, 106635, 2020
112020
Optimization of computational budget for power system risk assessment
B Donnot, I Guyon, A Marot, M Schoenauer, P Panciatici
2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2018
102018
Reinforcement learning for electricity network operation
A Kelly, A O'Sullivan, P de Mars, A Marot
arXiv preprint arXiv:2003.07339, 2020
82020
Interpreting atypical conditions in systems with deep conditional Autoencoders: the case of electrical consumption
A Marot, A Rosin, L Crochepierre, B Donnot, P Pinson, ...
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
72019
Guided machine learning for power grid segmentation
A Marot, S Tazi, B Donnot, P Panciatici
2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2018
72018
LEAP nets for power grid perturbations
B Donnot, B Donon, I Guyon, Z Liu, A Marot, P Panciatici, M Schoenauer
arXiv preprint arXiv:1908.08314, 2019
52019
Predicting future energy consumption
A Boiron, S Lo, A Marot
CS229 Project Report, 1-5, 2012
52012
Expert System for topological remedial action discovery in smart grids
A Marot, B Donnot, S Tazi, P Panciatici
IET Digital Library, 2018
42018
Neural networks for power flow: Graph neural solver
B Donon, R Clément, B Donnot, A Marot, I Guyon, M Schoenauer
Electric Power Systems Research 189, 106547, 2020
32020
Leap nets for system identification and application to power systems
B Donon, B Donnot, I Guyon, Z Liu, A Marot, P Panciatici, M Schoenauer
Neurocomputing 416, 316-327, 2020
22020
Exploring grid topology reconfiguration using a simple deep reinforcement learning approach
M Subramanian, J Viebahn, S Tindemans, B Donnot, A Marot
arXiv preprint arXiv:2011.13465, 2020
22020
Adversarial training for continuous robustness control problem in power systems
L Omnes, A Marot, B Donnot
arXiv preprint arXiv:2012.11390, 2020
12020
Towards an AI assistant for human grid operators
A Marot, A Rozier, M Dussartre, L Crochepierre, B Donnot
arXiv preprint arXiv:2012.02026, 2020
12020
Learning To Run a Power Network Competition
A Marot, B Donon, I Guyon, B Donnot
CiML Workshop, NeurIPS, 2018
12018
Latent Surgical Interventions in Residual Neural Networks
B Donnot, I Guyon, Z Liu, M Schoenauer, A Marot, P Panciatici
12018
Learning to run a Power Network Challenge: a Retrospective Analysis
A Marot, B Donnot, G Dulac-Arnold, A Kelly, A O'Sullivan, J Viebahn, ...
arXiv preprint arXiv:2103.03104, 2021
2021
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